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Historical informatics
Reference:

Multidimensional Fuzzy Classification in Historical and Typological Studies: Development and Test of a New Software
Garskova Irina Markovna

PhD in History

Assistant professor, Lomonosov Moscow State University

31-253, ul. Ramenki, g. Moscow, Russia, 119607

irina.garskova@gmail.com

 

 
Zueva Veronika Andreevna

Engineer - virus analyst, "Doctor Web" LLC

119192, Russia, Moscow oblast', g. Moscow, ul. Lomonosovskii Prospekt, 27k4, of. E253

bakerst221b.uk@gmail.com

DOI:

10.7256/2585-7797.2018.2.26871

Review date:

15-07-2018


Publish date:

02-08-2018


Abstract.

The current study develops a new version of the multidimensional fuzzy classification program for Windows on the basis of FuzzyClass algorithm created by the Department of Historical Information Science of Moscow State University. The previous version of the program (FuzzyClass1) was created over 30 years ago and is still widely used in historical and typological studies because fuzzy classification methods are not yet available in most standard statistical packages. The need for a new version of the program is caused by the fact that FuzzyClass1 was a DOS program and can hardly be adjusted to Windows, Mac, etc. Moreover, there is a need to make it more simple, friendly, accessible to a wide range of students and researchers. The new program was created by means of the VBA (VisualBasicforApplications) for MS Excel. The program is tested and evaluated on the basis of Russian economic history statistical sources earlier addressed to by Russian scholars. The adjustment has demonstrated similar results to previous studies which considered cadastres (pistsovye knigi) of Vorotynskiy Uezd in the 17th century. The authors have also compared the results of the new program with the results gained when typology of the European Russia guberniyas at the turn of the 19th and 20th centuries was carried out with the use of fuzzy classification algorithms. The comparison has demonstrated qualitatively similar results and more precise typology through FuzzyClass algorithms. Thus, the program created confirms previous results and provides new opportunities for typological research in history.

Keywords: computer program, algorith, agrarian tipology, historical typological research, fuzzy set theory, cluster analysis, fuzzy multidimentional classification, flowchart, economic history, statistical sources
This article written in Russian. You can find full text of article in Russian here .

References
1.
Borodkin L.I., Garskova I.M. Programmnoe obespechenie FUZZYCLASS v istoriko-tipologicheskom issledovanii // Istoriya i komp'yuter: Novye informatsionnye tekhnologii v istoricheskikh issledovaniyakh i obrazovanii / Otv. red. L.I. Borodkin, V. Levermann. St. Katharinen: Scripta Mercaturae Verlag, 1993. S. 89103.
2.
Borodkin L.I., Garskova I.M. FUZZYCLASS: gibkoe programmnoe sredstvo postroeniya mnogomernoi tipologii ob''ektov sotsial'noi prirody // Informatsionnyi byulleten' Komissii po primeneniyu matematicheskikh metodov i EVM v istoricheskikh issledovaniyakh pri otdelenii istorii RAN. 1992. 7. S. 5153.
3.
Borodkin L.I. Mnogomernyi statisticheskii analiz v istoricheskikh issledovaniyakh. M.: MGU, 1986. 188 s.
4.
Kolichestvennye metody v istoricheskikh issledovaniyakh / Pod red. I.D. Koval'chenko. M.: Vysshaya shkola, 1984. 384 s.
5.
Koval'chenko I.D., Borodkin L.I. Agrarnaya tipologiya gubernii Evropeiskoi Rossii na rubezhe XIX XX vv. (opyt mnogomernogo kolichestvennogo analiza) // Istoriya SSSR. 1979. 1. S. 5995.
6.
Koval'chenko I.D., Borodkin L.I. Promyshlennaya tipologiya gubernii Evropeiskoi Rossii na rubezhe XIX XX vv. (opyt mnogomernogo analiza po dannym promyshlennoi perepisi 1900 g.) // Matematicheskie metody v sotsial'no-ekonomicheskikh i arkheologicheskikh issledovaniyakh. M.: Nauka, 1981. S. 102128.
7.
Garskova I.M. Istoricheskaya informatika i kvantitativnaya istoriya: preemstvennost' i vzaimodeistvie // Analiz i modelirovanie sotsial'no-istoricheskikh protsessov / Otv. red. A.V. Korotaev, S.Yu. Malkov, L.E. Grinin. M. : KomKniga, 2007. S. 4974.
8.
Izmest'eva T.F. Finansovo-proizvodstvennaya kharakteristika predpriyatii rossiiskoi promyshlennosti v kontse XIX nachale XX vv. Metodicheskie aspekty analiza // Krug idei: istoricheskaya informatika na poroge XXI veka. M.; Cheboksary : Izd-vo Mosgorarkhiv, 1999. S. 3047.
9.
Kandaurova T.N. Sotsial'no-ekonomicheskie kharakteristiki i model' khozyaistvennoi organizatsii okrugov voennykh poselenii kavalerii na poslednem etape razvitiya (po materialam massovykh statisticheskikh istochnikov) // Krug idei: elektronnye resursy istoricheskoi informatiki. M.; Barnaul, 2003. S. 271288.
10.
Lomova S.A. Depozitnye, delovye i smeshannye banki v Rossii 18741913 gg. // Informatsionnyi byulleten' Assotsiatsii Istoriya i komp'yuter. 1997. 21. S. 6467.
11.
Ul'yanov O.M. Prostranstvenno-tipologicheskoe issledovanie struktury naseleniya Moskvy v kontse XIX v. (po materialam perepisi naseleniya Moskvy 1882 g.) // Informatsionnyi byulleten' Assotsiatsii Istoriya i komp'yuter. 2006. 34. S. 139141.
12.
Thaller M. The Wings of Change. Problems of a Databank Oriented System Using the Concept of Fuzzy Sets // Papers invented at the 1981 Joint Con-ference of IFDO and IASSIST on the Impact of Computerization on Social Science Research. Universite des Sciences Sociales, Grenoble, France, September 1418, 1981.
13.
Borodkin L.I. Nechetkie mnozhestva, raspoznavanie obrazov i ekonomicheskaya istoriya // Istoriya, statistika, informatika. Barnaul, 1995. S. 9899.
14.
Borodkin L.I. Ob odnom podkhode k postroeniyu razmytoi klassifikatsii ob''ektov sotsial'no-ekonomicheskikh sistem // Trudy II Vsesoyuznoi konferentsii po sistemnomu modelirovaniyu sotsial'no-ekonomicheskikh protsessov. Tallin, 1983.
15.
Koval'chenko I.D., Borodkin L.I. Veroyatnostnaya mnogomernaya klassifikatsiya v istoricheskikh issledovaniyakh. (Po dannym ob agrarnoi strukture gubernii Evropeiskoi chasti Rossii na rubezhe XIX XX vv.) // Matematicheskie metody i EVM v istoricheskikh issledovaniyakh. M.: Nauka, 1985. S. 630.
16.
Borodkin L.I. Algoritm raspoznavaniya obrazov s ispol'zovaniem razmytykh mnozhestv: opyt primeneniya v istoriko-tipologicheskikh issledovaniyakh // Informatsionnyi byulleten' Assotsiatsii Istoriya i komp'yuter. 2013. 40. S. 2633.
17.
Borodkin L.I. Diskriminantnyi analiz s ispol'zovaniem kontseptsii nechetkikh mnozhestv v zadache otsenki dvukh putei agrarnoi evolyutsii Rossii na rubezhe XIX XX vv. // Istoricheskaya informatika. 2013. 3. S. 3038.
18.
Borodkin L. Fuzzyness in Multivariate Analysis of Historical Data Using a Pattern Recognition Algorithm Based on Fuzzy Set Concepts // Statistics for Historians: Standard Packages and Specific Historical Software. St. Katharinen: Scripta Mercaturae Verlag, 1995. P. 95104.
19.
Borodkin L.I., Garskova I.M. FUZZYCLASS: A New Tool for Typological Analysis in Historical Research // History and Computing in Eastern Europe. St. Katharinen: Scripta Mercaturae Verlag, 1993. P. 7183.
20.
Milov L.V., Bulgakov M.B. Garskova I.M. Tendentsii agrarnogo razvitiya Rossii pervoi poloviny XVII stoletiya: istoriografiya, komp'yuter, metody issledovaniya. M.: MGU, 1986. 303 s.
21.
Tikhonov A.I., Belova E.B. Bel'giiskie kompanii v Rossii (18901914): analiz kharakteristik vyzhivaemosti // Krug idei: makro-i mikro-podkhody v istoricheskoi informatike. Minsk, 1998. T. 2. S. 3459.
22.
Vladimirov V.N., Koldakov D.V. Obrazovanie naselennykh punktov Altaiskogo kraya: istoriya vo vremeni i prostranstve // Istoriya, karta, komp'yuter. Sbornik nauchnykh trudov / Otv. red. V.N. Vladimirov. Barnaul : Izd-vo Alt. un-ta, 1998. S. 2444.
23.
Piotukh N.V. Prostranstvenno-khozyaistvennaya tipologiya. Problema vybora metoda klassifikatsii // Krug idei: makro-i mikropodkhody v istoricheskoi informatike. Minsk, 1998. T. 2. S. 519.
24.
Yakimova I., Vladimirov V.N. Programma FUZZYCLASS: novye vozmozhnosti istoricheskogo issledovaniya (Problemy tipologii sibirskoi krest'yanskoi obshchiny) // Istoriya, statistika, informatika. Barnaul, 1995. S. 102111.
25.
Abdulganeev M.T., Vladimirov V.N. Programma FUZZYCLASS: novye vozmozhnosti arkheologicheskogo issledovaniya (tipologiya poselenii Altaya rannego zheleznogo veka) // Krug idei: novoe v istoricheskoi informatike. M., 1994. S. 121128.
26.
Abdulganeev M.T., Vladimirov V.N. Tipologiya poselenii Altaya 62 vv. do n.e. Barnaul: Izd-vo Alt. un-ta, 1997. 148 s.
27.
Besedin V.I. Ob effektivnosti i nadezhnosti metoda razmytoi klassifikatsii // Informatsionnyi byulleten' Assotsiatsii Istoriya i komp'yuter. 1996. 17. S. 8081.
28.
Besedin V.I. Primenenie metoda razmytoi klassifikatsii dlya mor-fologicheskogo analiza drevnei keramiki // Informatsionnyi byulleten' Assotsiatsii Istoriya i komp'yuter. 1995. 14. S. 7677.
29.
Kokorina Yu.G., Likhter Yu.A. Opyt ispol'zovaniya programmy nechetkoi klassifikatsii FUZZYCLASS dlya issledovaniya semantiki izobrazhenii na skifskom oruzhii // Krug idei: mezhdistsiplinarnye podkhody v istoricheskoi informatike. M.: MGU, 2008. S. 301309.
30.
Likhter Yu.A. Klassifikatsiya drevnikh materialov s ispol'zovaniem programmy nechetkoi klassifikatsii FUZZYCLASS // Informatsionnyi byulleten' Assotsiatsii Istoriya i komp'yuter. 2000. 26/27. S. 7682.
31.
Grebenichenko S.F. Statisticheskaya model' putei makroregulirovaniya promyslovoi sfery v 1920-e gody (na osnove tekstovoi informatsii normativnykh aktov) // Informatsionnyi byulleten' Assotsiatsii Istoriya i komp'yuter. 1996. 17. S. 120123.
32.
Shpirko S.V. Primenenie teorii nechetkikh mnozhestv k zadache genealogicheskoi klassifikatsii v tekstologicheskom issledovanii // Istoricheskaya informatika. 2013. 3. S. 3952.
33.
Shpirko S.V., Nesterov A.Yu. Programmnoe prilozhenie Programmas Edit redaktirovaniya tekstov, integrirovannoe v programmnyi kompleks PFuzClass nechetkoi genealogicheskoi klassifikatsii dlya tekstologicheskikh zadach // Istoricheskaya informatika. 2017. 4. S. 6777.
34.
Komp'yuterizovannyi statisticheskii analiz dlya istorikov: Uchebnoe posobie / Pod red. L.I. Borodkina i I.M. Garskovoi. M.: MGU, 1999. 187 s.
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